1 Introduction The instructions on how to complete thishomework, please check the document howtohw.pdf. The Twitterwebsite has become a de facto first source for many importantevents in the last decade. Twitter’s hashtag feature lets users tagtweets with single words or phrases (e.g. #superbowl, #algorithms,or #vacaciones). Popular or trending hashtags indicate strongshared interest by many people in a topic, and tracking thesetrends is of interest to businesses, news outlets, and researchers.#ads 2 vector E #gig 2 #hot 1 #dog 0 #cat 4 #fad 6 #big 8 #egg 9string hashtag int pop Figure 1: Representing hashtags and theirpopularities using a vector-based data
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